Axis leaderboard / Value / two boards

Value

Index points delivered per euro of entry price. The two boards price different things, so the two value scores are not comparable across boards. Shown as two separate tables, one per board: an index score, subscore or rank on one board is never comparable to the other.

Full-stack app builders: ranked by value

Ordered by axis subscore, highest first, within this board's own cohort.

For full-stack app builders, entry price bundles hosting, database and deploy: it is the cheapest plan that can complete the whole vibeOps specification. The two boards' value scores are not comparable across boards. Entry price is published in each vendor's own currency. Index points per euro is computed from a euro-normalised figure, not the published price: Converted at the European Central Bank euro reference rate of 1.1699 US dollars to the euro, August 21, 2026. Where no vendor price is published at all the ratio reads "Not comparable"; where the vendor states no cost it reads "No licence fee".

Value, Full-stack app builders
#ToolValueEntry priceIndex per euroComposite
1Firebase Studio logoFirebase StudioSunsets Mar 2027
92.0
No costNo licence fee80.92
90.0
No licence fee, bring your own model keyNo licence fee67.49
84.0
USD 5 / month14.5462.08
82.0
No licence fee, bring your own model keyNo licence fee59.85
76.0
USD 16 / month, billed annually5.3473.05
76.0
USD 19 / month4.3169.97
76.0
USD 25 / month, billed monthly2.8661.06
75.0
USD 18 / month4.2665.59
74.0
USD 20 / month, billed monthly4.0268.68
74.0
USD 17 / month4.0058.11
74.0
USD 17 / month3.9256.99
72.0
USD 25 / month, billed monthly3.7780.54
72.0
USD 20 / month, billed monthly4.4175.47
71.0
USD 25 / month, billed monthly3.4974.68
70.0
USD 25 / month3.2569.48
70.0
USD 25 / month3.2168.66
69.0
EUR 29 / month3.0989.48
18v0 logov0
68.0
USD 30 / user / month3.0578.31
66.0
USD 25 / month2.9162.12
n/a
Not published by the vendorNot comparable58.53

Coding agents: ranked by value

Ordered by axis subscore, highest first, within this board's own cohort.

For coding agents, entry price does not include hosting, database or deploy, because the agent edits a repository you already run and host yourself. The two boards' value scores are not comparable across boards. Entry price is published in each vendor's own currency. Index points per euro is computed from a euro-normalised figure, not the published price: Converted at the European Central Bank euro reference rate of 1.1699 US dollars to the euro, August 21, 2026. Where no vendor price is published at all the ratio reads "Not comparable"; where the vendor states no cost it reads "No licence fee".

Value, Coding agents
#ToolValueEntry priceIndex per euroComposite
90.0
No costNo licence fee71.37
88.0
No licence fee, bring your own model keyNo licence fee70.66
88.0
No cost on the free tierNo licence fee68.04
86.0
No licence fee, bring your own model keyNo licence fee65.88
86.0
No licence fee, self hostedNo licence fee63.93
84.0
USD 3 / month, billed monthly23.8361.00
84.0
No licence fee, self hosted up to 10 usersNo licence fee59.89
82.0
USD 10 / month8.3271.13
80.0
USD 17 / month, billed annually5.4979.72
80.0
USD 20 / month4.5677.92
78.0
USD 20 / user / month4.4375.67
77.0
USD 20 / month, flat for a team up to 50 seats4.4275.63
13Amp logoAmp
77.0
USD 20 / month4.2973.35
76.0
USD 20 / month4.1871.48
74.0
USD 20 / month3.9066.64
70.0
USD 30 / month, pooled across a team of up to 30 users2.5866.06
52.0
USD 100 / month minimum subscription0.7564.51

How the value axis is measured

Full-stack app builders. The cheapest plan that can complete the whole vibeOps specification, including any credit top up needed to finish the 5 runs, normalised across the cohort. Free tiers that cannot finish the specification are recorded at the price of the first plan that can.

Coding agents. The cheapest plan that can complete the whole vibeOps specification, including any credit top up needed to finish the 5 runs, normalised across the cohort. Free tiers that cannot finish the specification are recorded at the price of the first plan that can.

This axis carries 5 of the 100 index points on the builders board and 5.15 of the 100 index points on the coding agent board. Each product completed 5 runs of 9 prompts in this cycle, and the underlying per run data behind every figure on this page is downloadable at /api/runs.json under a CC BY 4.0 licence.

A high score on one axis is not a recommendation. Read it against the composite column on the right and against the axes that matter for the work you have in front of you. Reliability at 86.7% for the leader of the builders cohort is the context for everything else on the page.

Other axis leaderboards

Value (2026 measurements) | LLM Tier